Publications of Luping Zhou

Articles in journal, book chapters

1. Y. Li, Y. Wang, G. Wu, F. Shi, L. Zhou, W. Lin, and D. Shen. Discriminant Analysis of Longitudinal Cortical Thickness Changes in Alzheimer's Disease Using Dynamic and Network Features. Neurobiology of Aging (accepted), 2011. [bibtex-entry]


2. C.Y. Wee, D. Zhang, L. Zhou, P.T. Yap, and D. Shen. Machine Learning Techniques for AD/MCI Diagnosis and Prognosis (invited book chapter). Machine Learning in Healthcare Informatics, Springer, 2011. [bibtex-entry]


3. D. Zhang, Y. Wang, L. Zhou, H. Yuan, and D. Shen. Multimodal Classification of Alzheimer's Disease and Mild Cognitive Impairment. NeuroImage, 55(3):856-867, 2011. [bibtex-entry]


4. L. Zhou, Y. Wang, Y. Li, P.T. Yap, and D. Shen. Hierarchical Anatomical Brain Networks for MCI Prediction: Revisiting Volumetric Measures. PLoS One, 6(7):e21935, 2011. [bibtex-entry]


5. L. Zhou, L. Wang, and C. Shen. Feature Selection with Redundancy-constrained Class Separability. IEEE Transactions on Neural Networks, 21(5):853-858, 2010. [bibtex-entry]


6. L. Zhou, R. Hartley, L. Wang, P. Lieby, and N. Barnes. Identifying Anatomical Shape Difference by Regularized Discriminative Direction. IEEE Transactions on Medical Imaging, 28(6):937-950, 2009. [bibtex-entry]


7. L. Zhou, P. Lieby, N. Barnes, C. Reglade-Meslin, J. Walker, N. Cherbuin, and R. Hartley. Hippocampal Shape Analysis for Alzheimer's Disease Using an Efficient Hypothesis Test and Regularized Discriminative Deformationn. Hippocampus, 19(6):533-540, 2009. [bibtex-entry]


8. L. Wang, K.L. Chan, P. Xue, and L. Zhou. A Kernel-Induced Space Selection Approach to Model Selection in KLDA. IEEE Transactions on Neural Networks, 19(12):2116-2131, 2008. [bibtex-entry]

Conference articles

1. L. Zhou, S. Liao, W. Li, and D. Shen. Learning-based Prostate Localization for Image Guided Radiation Therapy. In Proceedings of IEEE International Symposium on Biomedical Imaging (ISBI), pages 2103-2106, 2011. [bibtex-entry]


2. L. Zhou and O. Salvado. A Comparison Study of Ellipsoid Fitting for Pose Normalization of Hippocampal Shapes. In Proceedings of International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011. [bibtex-entry]


3. L. Zhou, Y. Wang, Y. Li, P.T. Yap, and D. Shen. Hierarchical Anatomical Brain Networks for MCI Prediction by Partial Least Square Analysis. In Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), pages 1073-1080, 2011. [bibtex-entry]


4. L. Zhou, L. Wang, C. Shen, and N. Barnes. Hippocampal Shape Classification Using Redundancy Constrained Feature Selection. In Proceedings of International Conference on Medical Image Computing And Computer Assisted Intervention (MICCAI), pages 266-273, 2010. [bibtex-entry]


5. Q. Shi, L. Zhou, L. Cheng, and D. Schuurmans. Discriminative Maximum Margin Image Object Categorization with Exact Inference. In Proceedings of International Conference on Image and Graphics (ICIG), 2009. [bibtex-entry]


6. L. Wang, L. Zhou, and C. Shen. A Fast Algorithm for Creating a Compact and Discriminative Visual Codebook. In Proceedings of European Conference on Computer Vision (ECCV), pages 719-732, 2008. [bibtex-entry]


7. L. Zhou, R. Hartley, L. Wang, P. Lieby, and N. Barnes. Regularized Discriminative Direction for Shape Difference Analysis. In Proceedings of International Conference on Medical Image Computing And Computer Assisted Intervention (MICCAI), pages 628-635, 2008. [bibtex-entry]


8. L. Zhou, R. Hartley, P. Lieby, N. Barnes, K. Anstey, N. Cherbuin, and P. Sachdev. A Study of Hippocampal Shape Difference Between Genders by Efficient Hypothesis Test and Discriminative Deformation. In Proceedings of International Conference on Medical Image Computing And Computer Assisted Intervention (MICCAI), pages 375-383, 2007. [bibtex-entry]


9. L. Zhou, Y. Wang, L.C. Goh, R. Kockro, and L. Serra. Stereoscopic Visualization and Editing of Automatic Abdominal Aortic Aneurysms (AAA) Measurements for Stent Graft Planning. In Proceedings of SPIE’s Electronic Imaging, pages 57-65, 2006. [bibtex-entry]


10. R. Kockro, X. Liang, L.C. Goh, L. Zhou, C. Zhu, T.T. Yeo, and L. Serra. An Augmented Reality Surgical Navigation System. In Conference of European Association of Neurosurgical Societies (EANS), 2003. [bibtex-entry]


11. L. Zhou, I. Atmosukarto, W.K. Leow, and Z. Huang. Reconstruting Surface Discontinuities by Intersecting Tangent Planes of Advancing Mesh Frontiers. In Proceedings of Computer Graphics International (CGI), pages 183-199, 2002. [bibtex-entry]


12. I. Atmosukarto, L. Zhou, W.K. Leow, and Z. Huang. Polygonizing Nonuniformly Distributed 3D Points by Advancing Mesh Frontier. In Proceedings of Computer Graphics International (CGI), pages 175-182, 2001. [bibtex-entry]


13. W.K. Leow, Z. Huang, L. Zhou, I. Atmosukarto, and Y. Zhang. Acquiring 3D Models from Images for Multimedia Systems. In Proceedings of Multimedia Modeling (MMM), pages 439-449, 2000. [bibtex-entry]